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. 2022 Dec 2;34(2):170–185. doi: 10.1177/09567976221122760

Table 2.

Associations Between DNA Methylation and Genetic Profiles With Cognitive Functions

Processing speed Executive functions Perceptual reasoning Verbal comprehension Reading Math
Variable r 95% CI p r 95% CI p r 95% CI p r 95% CI p r 95% CI p r 95% CI p
No further covariatesa
 CRP −.15 [−.24, −.05] .003 −.21 [−.36, −.07] .004 −.16 [−.26, −.07] .001 −.14 [−.25, −.03] .013 −.07 [−.20, .06] .310 −.10 [−.27, .06] .218
 Epigenetic-g .04 [−.11, .17] .657 .16 [−.05, .37] .126 .15 [.07, .24] < .001 .17 [.07, .27] .001 .22 [.09, .42] .001 .33 [.18, .49] < .001
 PoAm −.09 [−.20, .01] .082 −.12 [−.27, .02] .090 −.20 [−.30, −.10] < .001 −.19 [−.29, −.08] < .001 −.07 [−.20, .08] .366 −.10 [−.27, .06] .218
Adjusting for BMI
 BMI −.10 [−.18, −.02] .017 −.24 [−.35, −.12] < .001 −.18 [−.27, −.10] < .001 −.19 [−.29, −.08] .001 −.19 [−.31, −.06] .003 −.24 [−.36, −.12] < .001
 CRP −.09 [−.20, .02] .115 −.09 [−.26, .07] .260 −.10 [−.20, .00] .053 −.07 [−.20, .05] .257 .03 [−.12, .17] .737 −.01 [−.17, .15] .918
 Epigenetic-g −.01 [−.21, .14] .956 .10 [−.12, .32] .351 .14 [.06, .22] .001 .15 [.06, .25] .001 .20 [.06, .34] .005 .30 [.14, .45] < .001
 PoAm −.04 [−.16, .08] .499 −.02 [−.18, .14] .825 −.14 [−.25, −.04] .008 −.12 [−.24, −.01] .030 .02 [−.13, .17] .815 .01 [−.18, .19] .975
Adjusting for pubertal development
 Puberty −.12 [−.21, −.02] .019 −.14 [−.28, −.03] .043 .08 [−.03, .18] .159 .04 [−.09, .17] .547 −.11 [−.25, .03] .112 −.07 [−.20, .06] .311
 CRP −.12 [−.22, −.02] .014 −.19 [−.34, −.01] .017 −.17 [−.26, −.07] < .001 −.14 [−.26, −.03] .013 −.05 [−.18, .09] .523 −.11 [−.26, .04] .134
 Epigenetic-g .03 [−.11, .16] .680 .16 [−.08, .49] .142 .15 [.07, .23] < .001 .17 [.07, .26] .001 .22 [.09, .36] .001 .33 [.18, .49] < .001
 PoAm −.08 [−.18, .01] .125 −.11 [−.25, .04] .137 −.20 [−.30, −.10] < .001 −.19 [−.29, −.08] < .001 −.06 [−.20, .09] .446 −.10 [−.27, .07] .250
Adjusting for tobacco smoke exposure
 DNAm-smoke .08 [−.06, .22] .28 .08 [−.14, .30] .480 −.11 [−.22, .01] .081 −.10 [−.22, .03] .119 −.17 [−.37, .04] .114 −.14 [−.37, .08] .205
 CRP −.20 [−.33, −.07] .003 −.25 [−.44, −.06] .012 −.13 [−.23, −.03] .011 −.12 [−.23, −.01] .045 −.01 [−.16, .16] .972 −.06 [−.25, .13] .541
 Epigenetic-g .03 [−.14, .20] .737 .22 [−.03, .48] .089 .15 [.07, .23] < .001 .16 [.06, .26] .002 .23 [.09, .37] .001 .35 [.19, .50] < .001
 PoAm −.10 [−.22, .01] .070 −.13 [−.28, .03] .121 −.18 [−.28, −.08] < .001 −.17 [−.28, −.07] .001 −.03 [−.18, .11] .646 −.07 [−.25, .11] .46
Adjusting for family-level disadvantage
 Family disadvantage −.07 [−.24, .04] .170 −.22 [−.36, −.08] .002 −.20 [−.29, −.11] < .001 −.29 [−.40, −.19] < .001 −.17 [−.31, −.03] .019 −.26 [−.41, −.11] .001
 CRP −.12 [−.39, −.04] .013 −.15 [−.30, −.01] .046 −.11 [−.21, −.02] .020 −.07 [−.18, .05] .237 −.04 [−.17, .10] .590 −.08 [−.22, .07] .292
 Epigenetic-g .01 [−.13, .15] .877 .12 [−.10, .33] .301 .15 [.07, .23] < .001 .16 [.06, .25] .001 .21 [.07, .35] .003 .31 [.15, .47] < .001
 PoAm −.07 [−.18, .04] .210 −.06 [−.22, .09] .426 −.15 [−.25, −.05] .004 −.11 [−.22, −.01] .041 −.03 [−.17, .11] .673 −.05 [−.21, .12] .564

Note: Standardized regression coefficients (rs) and 95% confidence intervals (CIs) and uncorrected p values calculated by regressing cognitive functions on DNA methylation measures with and without controlling for normed body mass index (BMI) z scores, puberty (residualized for age within each sex), DNA methylation profiles of smoking (DNAm-smoke), and family-level disadvantage separately. p values, where false-discovery-rate-corrected p < .05, are marked in bold. CRP = C-reactive protein; Epigenetic-g = DNA methylation profiles of cognitive performance; PoAm = Dunedin methylation pace of aging.

a

All models included covariate adjustment for age, gender, and an age-by-gender interaction. Methylation scores were residualized for technical covariates (i.e., array, slide, batch, and cell composition).